Natural sensory feedback for control of standing

L. Andreasen, W. Jensen, P. Veltink, J. Struijk
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引用次数: 10

Abstract

The use of natural sensory signals as feedback for FES systems within rehabilitation is still in its early stage. So far the signals have mostly been used for event detection, e.g, detection of slip. A new application of sensory feedback signals is to apply it in control of paraplegic standing, This paper describes a preliminary study to the use of natural sensory feedback in control of FES assisted standing. It was investigated whether it seems possible to extract a qualitative feature suitable for control of standing from an ENG signal recorded by a cuff electrode. The ENG from the foot sole of one normal subject, standing with voluntary sway, was modeled and used for extraction of the center of pressure (COP) within the foot support area. An artificial neural network was used for feature extraction and the extracted COP was compared with the actual COP measured by a forceplate. The result showed that the modeled ENG signal does provide information about the position of COP.
控制站立的自然感官反馈
在康复过程中使用自然感觉信号作为FES系统的反馈仍处于早期阶段。到目前为止,这些信号主要用于事件检测,例如滑移检测。感官反馈信号的新应用是将其应用于截瘫站立控制,本文介绍了利用自然感官反馈控制FES辅助站立的初步研究。研究了是否有可能从袖带电极记录的ENG信号中提取出适合控制站立的定性特征。对一名正常受试者站立时自主摇摆的脚底ENG进行建模,并用于提取足部支撑区域内的压力中心(COP)。利用人工神经网络进行特征提取,并将提取的COP与测力板实测的COP进行比较。结果表明,模拟的ENG信号确实提供了COP位置的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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